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Eruption forecasting refers, in general, to the assessment of the occurrence probability of a given eruptive event, whereas volcanic hazards are normally associated with the analysis of superficial and evident phenomena that usually accompany eruptions ...
Alexander Garcia-Aristizabal +2 more
exaly +3 more sources
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Volcano deformation and eruption forecasting
Geological Society, London, Special Publications, 2013Abstract Recent advances in Global Positioning System (GPS), tilt and Interferometric Synthetic Aperture Radar (InSAR) have greatly increased the availability of volcano deformation data. These measurements, combined with appropriate source models, can be used to estimate magma chamber depth, and to provide information on chamber shape and ...
P. Segall
semanticscholar +2 more sources
Microgravity as a tool for eruption forecasting
Journal of Volcanology and Geothermal Research, 2023Elske De Zeeuw-Van Dalfsen +1 more
exaly +2 more sources
Development of a Bayesian event tree for short-term eruption onset forecasting at Taupō volcano
Taupō volcano, located within the Taupō Volcanic Zone (TVZ) in the central North Island of Aotearoa-New Zealand, is one of the world's most active silicic caldera systems.
Emmy Scott +2 more
exaly +3 more sources
Using volcanic tremor for eruption forecasting at White Island volcano (Whakaari), New Zealand
Journal of Volcanology and Geothermal Research, 2015Lauriane Chardot +2 more
exaly +2 more sources
IEEE Transactions on Geoscience and Remote Sensing, 2022
We introduce an end-to-end (E2E) deep neural network architecture designed to perform seismo-volcanic monitoring focused on detecting change. Due to the complexity of volcanic processes, this requires a polyphonic detection, segmentation, and ...
Ángel Bueno +7 more
semanticscholar +1 more source
We introduce an end-to-end (E2E) deep neural network architecture designed to perform seismo-volcanic monitoring focused on detecting change. Due to the complexity of volcanic processes, this requires a polyphonic detection, segmentation, and ...
Ángel Bueno +7 more
semanticscholar +1 more source
BET_EF: a probabilistic tool for long- and short-term eruption forecasting
The main purpose of this paper is to introduce a Bayesian event tree model for eruption forecasting (BET_EF). The model represents a flexible tool to provide probabilities of any specific event which we are interested in, by merging all the relevant ...
Warner Marzocchi +2 more
exaly +2 more sources

